Model card
DINO (ResNet-50).
Research (IDEA Research)open-sourceUnknown paramsDETR with Improved DeNoising Anchor Boxes + ResNet-50 backbone
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. Applied to DocLayNet with ResNet-50 backbone. Strong general detection baseline on document layout. arXiv 2203.03605.
§ 01 · Benchmarks
Every benchmark DINO (ResNet-50) has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | DocLayNet | Computer Vision · Document Understanding | mAP | 73.4% | #6 | — | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area
Where DINO (ResNet-50) actually performs.
§ 05 · Sources & freshness
Where these numbers come from.
arxiv-paper
1
result
0 of 1 rows marked verified.